AmelieSchreiber
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Update README.md
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README.md
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# ESM-2 Sequence Classifier
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This is a small sequence classifier trained on synthetic data generate by GPT-4
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which classifies protein sequences into three categories `enzymes`, `transport_proteins`, and `structural_proteins`.
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To use the model, try running:
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``` python3
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for sequence, predicted_class in zip(new_sequences, predicted_class_ids):
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print(f"Sequence: {sequence}, Predicted class: {predicted_class.item()}")
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```
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This is trained using [facebook/esm2_t6_8M_UR50D](https://huggingface.co/facebook/esm2_t6_8M_UR50D), one of the
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Meta AI [ESM-2 models](https://huggingface.co/docs/transformers/model_doc/esm).
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# ESM-2 Sequence Classifier
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This is a small sequence classifier trained on synthetic data generate by GPT-4
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which classifies protein sequences into three categories `enzymes`, `transport_proteins`, and `structural_proteins`.
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This is trained using [facebook/esm2_t6_8M_UR50D](https://huggingface.co/facebook/esm2_t6_8M_UR50D), one of the
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Meta AI [ESM-2 models](https://huggingface.co/docs/transformers/model_doc/esm).
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## Using the Model
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To use the model, try running:
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``` python3
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for sequence, predicted_class in zip(new_sequences, predicted_class_ids):
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print(f"Sequence: {sequence}, Predicted class: {predicted_class.item()}")
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```
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